Which AI coding tools are compatible with this skill?

This skill generates configurations specifically formatted for Claude Code, GitHub Copilot, and OpenAI Codex.

Is session initialization automated?

Yes, the skill includes a script to initialize sessions and provides a checklist to ensure all templates and directory structures are correctly placed for the orchestrator to function.

How does it decide which AI model to use for each agent?

The skill includes a model selection guide that assigns 'Opus-class' models to complex logic tasks, 'Sonnet-class' to code generation, and 'Haiku-class' to repetitive tasks like linting.

What is the purpose of the .orchestrator directory?

It acts as a shared workspace where agents store results, plans, and logs, allowing different agents to read from and write to a common state without losing context.

Can I customize the agent templates?

Yes, while the skill provides 13 core templates, you can select specific agents and the generator will adjust the instructions based on your target tool and project needs.

File-Based Orchestrator Agent Creator

Name: File-Based Orchestrator Agent Creator
Author: DIO0550

byDIO0550

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Productivity & Workflow

Generates specialized multi-agent definition files and directory structures for complex orchestration flows across Claude Code, GitHub Copilot, and OpenAI Codex.

This skill automates the setup of sophisticated multi-agent development workflows by creating standardized agent definitions and a dedicated .orchestrator/ file structure for seamless inter-agent communication. It provides a library of 13 specialized templates—including Orchestrators, Planners, and Reviewers—optimized for different model tiers like Opus, Sonnet, and Haiku. By implementing a file-based handoff system, this skill ensures that task results, implementation plans, and code reviews are consistently preserved and passed between agents, enabling robust, large-scale software engineering automation.

Key Features

01Model-optimized configuration mapping agent roles to the most efficient LLM classes

02Multi-platform support for Claude Code (.claude/agents), GitHub Copilot, and OpenAI Codex formats

031 GitHub stars

04Catalog of 13+ specialized agent templates for planning, implementation, testing, and Git operations

05Tool-agnostic instruction mapping that translates generic operations into tool-specific commands

06Automated .orchestrator/ directory setup for persistent file-based state management

Use Cases

01Standardizing AI agent behavior and handoff protocols across a distributed engineering team

02Establishing a multi-stage development pipeline with separate agents for planning, coding, and security auditing

03Managing long-running coding tasks where state must be preserved and shared between different AI sessions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add dio0550/d-market create-orchestrator-agent-file-based

For use in Claude.ai and ChatGPT

Download Skill